我需要从一个相当大的SQL Server表(即300,000+行)中删除重复的行。
当然,由于RowID标识字段的存在,这些行不会完全重复。
MyTable
RowID int not null identity(1,1) primary key,
Col1 varchar(20) not null,
Col2 varchar(2048) not null,
Col3 tinyint not null
我该怎么做呢?
我需要从一个相当大的SQL Server表(即300,000+行)中删除重复的行。
当然,由于RowID标识字段的存在,这些行不会完全重复。
MyTable
RowID int not null identity(1,1) primary key,
Col1 varchar(20) not null,
Col2 varchar(2048) not null,
Col3 tinyint not null
我该怎么做呢?
当前回答
另一种基于两列删除重复项的方法
我发现这个查询更容易阅读和替换。
DELETE
FROM
TABLE_NAME
WHERE FIRST_COLUMNS
IN(
SELECT * FROM
( SELECT MIN(FIRST_COLUMNS)
FROM TABLE_NAME
GROUP BY
FIRST_COLUMNS,
SECOND_COLUMNS
HAVING COUNT(FIRST_COLUMNS) > 1
) temp
)
注意:在运行查询之前最好模拟查询。
其他回答
如果您想预览要删除的行,并控制要保留的重复行。参见http://developer.azurewebsites.net/2014/09/better-sql-group-by-find-duplicate-data/
with MYCTE as (
SELECT ROW_NUMBER() OVER (
PARTITION BY DuplicateKey1
,DuplicateKey2 -- optional
ORDER BY CreatedAt -- the first row among duplicates will be kept, other rows will be removed
) RN
FROM MyTable
)
DELETE FROM MYCTE
WHERE RN > 1
delete t1
from table t1, table t2
where t1.columnA = t2.columnA
and t1.rowid>t2.rowid
邮政:
delete
from table t1
using table t2
where t1.columnA = t2.columnA
and t1.rowid > t2.rowid
在微软支持网站上有一篇关于删除重复文件的好文章。这是相当保守的——他们让你在不同的步骤中做所有的事情——但它应该适用于大的表格。
在过去,我使用了自连接来实现这一点,尽管它可能会用一个HAVING子句来美化:
DELETE dupes
FROM MyTable dupes, MyTable fullTable
WHERE dupes.dupField = fullTable.dupField
AND dupes.secondDupField = fullTable.secondDupField
AND dupes.uniqueField > fullTable.uniqueField
通过使用下面的查询,我们可以基于单列或多列删除重复的记录。下面的查询是基于两列进行删除。表名为:testing,列名为empno,empname
DELETE FROM testing WHERE empno not IN (SELECT empno FROM (SELECT empno, ROW_NUMBER() OVER (PARTITION BY empno ORDER BY empno)
AS [ItemNumber] FROM testing) a WHERE ItemNumber > 1)
or empname not in
(select empname from (select empname,row_number() over(PARTITION BY empno ORDER BY empno)
AS [ItemNumber] FROM testing) a WHERE ItemNumber > 1)
下面的查询用于删除重复的行。本例中的表以ID作为标识列,具有重复数据的列是Column1、Column2和Column3。
DELETE FROM TableName
WHERE ID NOT IN (SELECT MAX(ID)
FROM TableName
GROUP BY Column1,
Column2,
Column3
/*Even if ID is not null-able SQL Server treats MAX(ID) as potentially
nullable. Because of semantics of NOT IN (NULL) including the clause
below can simplify the plan*/
HAVING MAX(ID) IS NOT NULL)
下面的脚本显示GROUP BY、HAVING、ORDER BY在一个查询中的用法,并返回带有重复列及其计数的结果。
SELECT YourColumnName,
COUNT(*) TotalCount
FROM YourTableName
GROUP BY YourColumnName
HAVING COUNT(*) > 1
ORDER BY COUNT(*) DESC